The National Council Licensure Examination underwent one of its most significant structural transformations in recent memory when the Next Generation NCLEX, commonly referred to as NGN, became the standard format for all candidates. August 2023 represented a critical period in which the full weight of that transition was being felt by nursing programs, faculty, and students across the country. The shift was not simply cosmetic. It reflected a fundamental rethinking of what the exam is designed to measure and how clinical competence is best evaluated at the point of entry into professional nursing practice.
What makes this period particularly significant is that candidates who sat for the exam in 2023 were among the first large cohorts to experience the full NGN format after the initial rollout earlier in the year. Programs that had been preparing students using traditional NCLEX strategies found themselves needing to adjust quickly, and candidates who had studied using older question banks and preparation materials discovered that the reasoning skills being tested were genuinely different from what previous generations of exam-takers had encountered. Knowing what changed and why gives current candidates a clearer picture of what genuine readiness actually looks like.
How the Next Generation NCLEX Differs from the Previous Format
The original NCLEX format relied heavily on multiple-choice questions that tested discrete pieces of nursing knowledge in relative isolation. A question might present a patient situation and ask the candidate to identify the correct intervention, select the right medication dose, or prioritize among a list of nursing actions. While these questions required clinical knowledge, they could often be answered through pattern recognition and elimination strategies without requiring the kind of integrated clinical reasoning that nurses actually use when caring for real patients in complex, evolving situations.
The Next Generation NCLEX introduced new question types specifically designed to assess clinical judgment rather than knowledge recall alone. These new item types include extended multiple response, extended drag and drop, cloze questions with drop-down options, enhanced hot spot items, matrix grid questions, and the entirely new case study format that presents an evolving patient scenario across multiple related questions. Each of these formats requires candidates to demonstrate how they think through a clinical situation, not just what they know about it. The distinction between knowing a fact and applying it within a dynamic patient context is precisely what the updated exam format is built to capture.
The Clinical Judgment Measurement Model and Its Role
The theoretical backbone of the Next Generation NCLEX is the NCSBN Clinical Judgment Measurement Model, which provides a structured framework for describing how nurses make clinical decisions. The model identifies six cognitive skills that nurses use in sequence when responding to patient situations: recognizing cues, analyzing cues, prioritizing hypotheses, generating solutions, taking actions, and evaluating outcomes. Each of these skills represents a distinct cognitive operation, and the NGN item types are designed to assess whether candidates can perform each of them in a clinical context.
For candidates preparing in August 2023 and beyond, familiarity with this model is not optional. The language of the model appears in how questions are framed, and candidates who understand what each cognitive skill involves are better equipped to interpret what a question is actually asking them to do. Recognizing cues, for example, requires identifying which pieces of information in a patient scenario are clinically significant. Prioritizing hypotheses requires ranking possible explanations for a patient’s condition by probability and urgency. These are distinct tasks that require different kinds of thinking, and practicing them deliberately produces better results than applying generalized test-taking strategies developed for an older exam format.
Case Study Questions and How to Approach Them
The case study format is the most distinctive feature of the Next Generation NCLEX and the one that requires the most significant adjustment for candidates trained primarily on traditional NCLEX preparation materials. A case study presents a patient scenario that unfolds across six related questions, each targeting a different cognitive skill from the Clinical Judgment Measurement Model. The scenario typically begins with an initial patient presentation and then adds new information as the case progresses, requiring candidates to update their thinking as circumstances change rather than answering each question based on a static set of facts.
Approaching case study questions effectively requires reading the full scenario carefully before attempting any question, since details introduced early in the case may become relevant to later questions. It also requires resisting the temptation to answer based on general nursing knowledge without reference to the specific details provided. The NGN rewards candidates who use the information given in the scenario rather than those who overlay a generic clinical protocol onto the situation. Practicing with full unfolding case studies rather than isolated individual questions is the most effective way to develop the rhythm and reasoning process that this format demands.
Standalone NGN Item Types Worth Individual Attention
Beyond case studies, the Next Generation NCLEX includes standalone versions of the new item types that appear throughout the exam independently of any longer scenario. Extended multiple response questions require candidates to select all correct answers from a longer list, and unlike traditional select-all-that-apply questions, they are scored using partial credit based on the number of correct and incorrect selections made. This scoring approach means that leaving a correct answer unselected and selecting an incorrect answer are both penalized, which changes the optimal strategy for approaching these questions.
Matrix grid questions present a table format where candidates must make a determination for each row based on a column category, such as indicating whether each listed intervention is indicated, contraindicated, or not relevant for a described patient. Enhanced hot spot questions require candidates to identify specific information within a provided document, such as a medication administration record or a set of vital signs, that represents the most clinically significant finding. Each of these formats rewards a methodical, evidence-based approach to the provided information and penalizes both overconfidence and indecision. Practicing each item type specifically, rather than treating all NGN questions as interchangeable, develops the distinct skills each format requires.
Scoring Changes and What Partial Credit Actually Means
One of the most practically significant changes introduced with the Next Generation NCLEX is the shift to a scoring system that incorporates partial credit for certain item types. Traditional NCLEX questions were scored dichotomously, meaning a response was either entirely correct or entirely incorrect. The new scoring model, applied to extended multiple response items and some other NGN formats, assigns credit based on the proportion of correct selections made minus any incorrect selections included. This means a candidate who identifies four of six correct answers and includes no incorrect answers will receive partial credit rather than receiving zero for the item.
The practical implication of this scoring change is that strategic omission, which was sometimes recommended for traditional select-all-that-apply questions, is no longer the most rational approach. Candidates who are moderately confident in a selection should generally include it rather than leaving it out, since the partial credit system rewards informed selections even when complete certainty is not achievable. However, including answers that feel like guesses without any supporting clinical rationale still carries a penalty. Calibrating your response strategy to the partial credit model requires practice with realistic scored examples so that the approach becomes intuitive rather than calculated in real time during the exam.
What Nursing Programs Were Doing Differently in 2023
August 2023 found nursing programs across the country in varying states of adaptation to the NGN requirements. Programs that had begun incorporating clinical judgment frameworks into their curricula several years earlier were in a substantially stronger position than those that had relied primarily on traditional NCLEX-style question practice. Faculty development became a priority at many institutions as educators worked to align their teaching methods, case-based learning activities, and assessment strategies with the cognitive skills framework that the new exam measures.
The most effective programmatic responses involved integrating the Clinical Judgment Measurement Model language and structure into coursework from the earliest semesters rather than treating it as an NCLEX preparation topic confined to the final semester. When students encounter the language of recognizing cues and prioritizing hypotheses throughout their education, those concepts become embedded in how they think rather than representing an exam format they encounter for the first time during review. Programs that made this shift reported better student performance on NGN-style practice assessments and greater student confidence when approaching the new question formats.
Common Mistakes Candidates Were Making in Mid-2023
Feedback gathered from candidates who sat for the exam in the months surrounding August 2023 revealed several consistent patterns in how students were approaching the new format in ways that worked against them. One of the most common mistakes was applying traditional elimination strategies to NGN questions, particularly matrix grid and extended multiple response items. These strategies, which involve eliminating obviously wrong answers to narrow the field, do not translate cleanly to formats where the task is not to identify the single best answer but to make a determination about every option presented.
Another frequent error was reading case study scenarios too quickly and then answering questions based on an incomplete picture of the patient situation. The unfolding nature of NGN case studies means that details introduced in later parts of the scenario can reframe earlier information in clinically significant ways. Candidates who rushed through the scenario text to reach the questions found themselves answering based on partial information, which consistently produced lower performance on the later questions in the case. Slowing down during the scenario reading phase and treating each new piece of information as potentially important is a discipline that improves case study performance significantly.
How to Build a Study Plan Aligned to the August 2023 Format
Building an effective study plan for the current NCLEX format requires organizing preparation around the six cognitive skills of the Clinical Judgment Measurement Model rather than around content domains alone. Traditional NCLEX study plans organized by medical-surgical, pediatric, psychiatric, and maternal-newborn content remain relevant because clinical knowledge still matters, but they need to be complemented by deliberate practice in applying that knowledge through each cognitive skill. A study session that focuses on cardiovascular content, for example, should include not just review of cardiovascular conditions and interventions but also practice in recognizing which cues in a cardiac patient scenario are clinically significant and prioritizing among competing hypotheses about what those cues indicate.
Effective study plans for August 2023 and beyond also allocate specific time to each new item type rather than treating all practice questions as equivalent. Spending a focused session on extended multiple response questions, another on matrix grid items, and another on full unfolding case studies allows you to develop proficiency with each format deliberately. Many preparation platforms had released NGN-specific question banks by mid-2023, and using these resources gives more representative practice than relying entirely on question banks developed for the pre-NGN exam. Consistency and daily engagement with clinical reasoning practice produce better outcomes than intensive cramming sessions concentrated in the final weeks before the exam.
Resources That Were Most Useful for August 2023 Candidates
By August 2023, several preparation resources had established themselves as particularly aligned with the Next Generation NCLEX format. The NCSBN’s own website provided the most authoritative information about the exam structure, including the Clinical Judgment Measurement Model, sample NGN item types, and a practice exam that gave candidates direct experience with the new formats under realistic conditions. Candidates who used official NCSBN resources as their primary reference point for understanding the exam structure were working from the most reliable foundation available.
Among third-party resources, platforms that had invested in developing unfolding case study question banks, NGN-specific item type practice, and content explicitly organized around the clinical judgment framework received consistently positive reviews from candidates who had recently sat for the exam. Uworld, ATI, and Hesi all released NGN-aligned content updates by mid-2023, and the quality of their NGN-specific materials varied. Reading recent candidate reviews, checking update dates on study materials, and sampling free trial content before committing to a paid platform gave candidates a reasonable basis for evaluating which resources would serve their specific preparation needs.
The Passing Standard and How Performance Is Evaluated
The NCLEX uses computerized adaptive testing, which means the exam adapts the difficulty and type of questions presented based on the candidate’s demonstrated performance as the exam progresses. The minimum number of questions a candidate must answer and the maximum number allowed both changed with the introduction of the Next Generation NCLEX. Understanding how adaptive testing works helps candidates approach the exam with appropriate expectations and reduces the anxiety that comes from not knowing how many questions remain or whether the exam’s length signals pass or fail status.
The passing standard is determined by the NCSBN and is set based on the minimum level of competence required for safe, effective entry-level nursing practice. The standard is not a fixed percentage score but rather a measure of demonstrated clinical judgment across the domains and cognitive skills the exam covers. Candidates who demonstrate consistent performance above the passing standard across a sufficient number of questions will pass regardless of whether they answered the minimum or maximum number of items. Focusing on demonstrating genuine clinical reasoning on each question rather than trying to infer pass or fail status from exam length produces better performance than anxiety-driven monitoring of item count.
Test Anxiety and the Specific Challenges of the New Format
Test anxiety was a significant concern for many candidates sitting for the NGN format for the first time, and August 2023 represented a period when that anxiety was particularly high given that the format was still relatively new and familiarity with it was uneven. The new item types, the unfolding case study format, and the partial credit scoring all introduced genuine uncertainty that candidates who had prepared extensively for the traditional format found disorienting. Recognizing that anxiety about an unfamiliar format is normal and expected rather than a sign of inadequate preparation is an important starting point.
Practical strategies for managing test anxiety during the NGN exam include treating each question or case study as a self-contained challenge rather than attempting to track performance across the exam as a whole. The adaptive nature of the exam makes real-time performance tracking unreliable and counterproductive. Taking a brief pause before each case study to read the scenario carefully, resisting the impulse to rush, and committing fully to each response based on the information provided rather than second-guessing previous answers all contribute to a calmer and more focused test-taking experience. Candidates who practice these habits during their preparation sessions find them more accessible during the actual exam.
What August 2023 Results Revealed About Candidate Preparation
Pass rate data from the period surrounding August 2023 provided early indicators of how well the nursing education community was adapting to the NGN format. Initial pass rates for first-time domestic candidates showed patterns consistent with a transition period in which some candidates were better prepared for the new format than others. Candidates from programs that had made early and comprehensive curricular adjustments tended to perform better than those from programs still in the early stages of NGN integration, reflecting the real impact of how clinical judgment is taught and assessed throughout nursing education.
These results reinforced what nursing faculty and preparation experts had been saying since before the NGN launch: surface-level familiarity with the new item types is not sufficient for strong performance. Candidates who genuinely internalized the clinical judgment framework and practiced applying it consistently across diverse patient scenarios were in a fundamentally stronger position than those who learned to recognize what NGN questions look like without developing the underlying reasoning skills. The pass rate data from this period served as a concrete signal to programs still adjusting their approaches that the investment in deeper curricular change was necessary rather than optional.
Advice from Candidates Who Passed in August 2023
Candidates who successfully passed the NCLEX in August 2023 shared consistent themes in their accounts of what worked in their preparation. Nearly all of them emphasized the importance of practicing with full unfolding case studies rather than focusing exclusively on standalone questions. The experience of following a patient situation across multiple evolving questions and updating clinical reasoning as new information emerges is genuinely different from answering a series of independent questions, and the candidates who practiced this way reported feeling more oriented during the actual exam than those who had not.
A second consistent theme was the value of articulating reasoning out loud or in writing during practice rather than simply selecting answers. Candidates who could explain why each answer choice was correct or incorrect in terms of the clinical judgment model developed a more flexible and robust understanding of the material than those who practiced through volume alone. Study groups that discussed clinical scenarios together and challenged each other to justify their reasoning produced particularly strong outcomes. The social and verbal dimensions of learning clinical judgment turned out to matter considerably for many successful candidates, which is worth considering when deciding how to structure your own preparation approach.
Conclusion
The August 2023 NCLEX readiness briefing tells a story of a profession and its educational community in the middle of a meaningful and necessary transition. The Next Generation NCLEX is not simply a harder version of the old exam. It is a different kind of exam that measures a different, though complementary, set of capabilities. The clinical judgment framework that underlies the new format reflects how nursing practice actually works, where patient situations are dynamic, information is incomplete, and the quality of clinical reasoning directly affects patient outcomes. An exam that captures those realities is ultimately more valuable to the profession than one that measures knowledge recall in isolation.
For candidates preparing today, the August 2023 period offers important lessons about what distinguishes successful from unsuccessful preparation. The candidates who performed well were not necessarily those who spent the most hours studying. They were those who studied in ways that built genuine clinical reasoning ability, practiced with realistic NGN-format materials, engaged deeply with the Clinical Judgment Measurement Model, and approached the exam with a strategy calibrated to its actual structure rather than to assumptions carried over from the previous format.
The transition period also highlights the responsibility that nursing programs carry in preparing students for the exam they will actually face rather than the one their faculty took. Programs that responded to the NGN with genuine curricular integration rather than a surface-level addition of new item type practice to existing preparation approaches produced measurably better outcomes for their students. That lesson continues to be relevant for every program still working through the implications of the shift.
Candidates who approach the current NCLEX with an honest assessment of their clinical reasoning strengths and weaknesses, a study plan built around the six cognitive skills of the measurement model, and consistent practice with all of the new item types including full unfolding case studies are in the strongest possible position for success. The exam is demanding, but it is demanding in ways that reflect the demands of actual nursing practice, which means that genuine preparation for the exam is also genuine preparation for the profession.
Take the time to understand not just what the new format looks like but why it was designed the way it was. Engage with case studies as learning tools rather than just assessment tools, seek out programs and resources that prioritize clinical reasoning alongside content knowledge, and trust that the skills you build through this kind of preparation will serve you well beyond the exam room and into every clinical environment where patients depend on nurses who can think clearly, reason carefully, and act with both competence and confidence.
